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MLAAN: Scaling Supervised Local Learning with Multilaminar Leap Augmented Auxiliary Network

24 June 2024

Papers citing "MLAAN: Scaling Supervised Local Learning with Multilaminar Leap Augmented Auxiliary Network"

20 / 20 papers shown

Title
Hebbian Deep Learning Without Feedback Adrien Journé Hector Garcia Rodriguez Qinghai Guo Timoleon Moraitis AAML 80 54 0 23 Sep 2022
Backpropagation with Biologically Plausible Spatio-Temporal Adjustment For Training Deep Spiking Neural Networks Guobin Shen Dongcheng Zhao Yi Zeng 63 55 0 17 Oct 2021
Greedy Hierarchical Variational Autoencoders for Large-Scale Video Prediction Bohan Wu Suraj Nair Roberto Martin-Martin Li Fei-Fei Chelsea Finn DRL 70 102 0 06 Mar 2021
Local plasticity rules can learn deep representations using self-supervised contrastive predictions Bernd Illing Jean-Paul Ventura G. Bellec W. Gerstner SSL DRL 106 71 0 16 Oct 2020
LoCo: Local Contrastive Representation Learning Yuwen Xiong Mengye Ren R. Urtasun SSL DRL 84 70 0 04 Aug 2020
Learned Point Cloud Geometry Compression Jianqiang Wang Hao Zhu Zhan Ma Tong Chen Haojie Liu Qiu Shen 3DPC 46 145 0 26 Sep 2019
Similarity of Neural Network Representations Revisited Simon Kornblith Mohammad Norouzi Honglak Lee Geoffrey E. Hinton 143 1,435 0 01 May 2019
Decoupled Greedy Learning of CNNs Eugene Belilovsky Michael Eickenberg Edouard Oyallon 57 117 0 23 Jan 2019
Training Neural Networks with Local Error Signals Arild Nøkland L. Eidnes 105 228 0 20 Jan 2019
Greedy Layerwise Learning Can Scale to ImageNet Eugene Belilovsky Michael Eickenberg Edouard Oyallon 128 181 0 29 Dec 2018
Assessing the Scalability of Biologically-Motivated Deep Learning Algorithms and Architectures Sergey Bartunov Adam Santoro Blake A. Richards Luke Marris Geoffrey E. Hinton Timothy Lillicrap 97 244 0 12 Jul 2018
Training Neural Networks Using Features Replay Zhouyuan Huo Bin Gu Heng-Chiao Huang 75 70 0 12 Jul 2018
Improving Generalization Performance by Switching from Adam to SGD N. Keskar R. Socher ODL 105 524 0 20 Dec 2017
Deep supervised learning using local errors Hesham Mostafa V. Ramesh Gert Cauwenberghs 68 115 0 17 Nov 2017
Evolution Strategies as a Scalable Alternative to Reinforcement Learning Tim Salimans Jonathan Ho Xi Chen Szymon Sidor Ilya Sutskever 119 1,544 0 10 Mar 2017
Direct Feedback Alignment Provides Learning in Deep Neural Networks Arild Nøkland ODL 144 460 0 06 Sep 2016
Decoupled Neural Interfaces using Synthetic Gradients Max Jaderberg Wojciech M. Czarnecki Simon Osindero Oriol Vinyals Alex Graves David Silver Koray Kavukcuoglu 90 358 0 18 Aug 2016
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 350 8,179 0 13 Aug 2016
Towards Biologically Plausible Deep Learning Yoshua Bengio Dong-Hyun Lee J. Bornschein Thomas Mesnard Zhouhan Lin DRL OOD 92 352 0 14 Feb 2015
Difference Target Propagation Dong-Hyun Lee Saizheng Zhang Asja Fischer Yoshua Bengio AAML 120 352 0 23 Dec 2014